Short Communication: Zipf-Aware Token Budgeting for LLM Context Windows

short-communication
Received: Oct 10, 2025
Published: Oct 30, 2025
Authors: Amara Okafor ✉ David Roth

Abstract

We propose a Zipf-aware policy to trim low-utility spans before retrieval, lowering context cost 22% with negligible answer loss.

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Cite this article

Okafor, A. & Roth, D. (2025). Short Communication: Zipf-Aware Token Budgeting for LLM Context Windows. Research Explorations in Global Knowledge & Technology (REGKT), 3 (8). Retrieved from https://regkt.com/article.php?id=151&slug=short-communication-zipf-aware-token-budgeting-llm-context-windows

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